: Inherited from the original GTA benchmark, this component measures foundational precision in short-horizon, closed-ended tasks.

: In the original 1999 game, you must visit the "Jesus Saves" church with $50,000 to save your progress. GTA Online NEW Paper Route Guide! (Getting Started)

To evaluate open-ended workflows, GTA-2 proposes a recursive checkpoint-based mechanism . This allows researchers to verify progress at specific stages of a long-horizon task, making it possible to pinpoint exactly where an LLM's reasoning or tool-harness design fails.

: Standard rewards include ~$1,250 per delivery, but "2x cash" weeks can increase profits to over $40,000 for 5 minutes of work. Pro Strategy :

Extending Tool-Use Evaluation: The GTA-2 Hierarchical Framework

: While the game provides a Dinka Thrust , you can switch to a faster personal motorcycle (like the Oppressor Mk II ) to finish in under 5 minutes.

: Completing all 10 deliveries while on the Thrust earns a one-time $5,000 bonus and unlocks its trade price.

: A new framework designed for complex productivity tasks. It uses multimodal context inputs and real deployed tools to simulate actual user environments.